Full Domain Training — Manufacturing, Supply Chain & Logistics (MSL)
End-to-end domain training on manufacturing operations, procurement, warehousing, logistics, IIoT, and AI-driven optimization. Practical, hands-on, and tailored for engineers, operations leaders and data teams.
Program Snapshot
- • Manufacturing process, MES, ERP integration and BOM modeling
- • Supply chain planning, procurement, inventory optimization
- • Logistics, TMS/WMS, route optimization and 3PL strategies
- • IIoT, predictive maintenance, digital twin and Industry 4.0 labs
Overview
This program blends domain knowledge with technical execution — helping teams design resilient supply chains, optimize manufacturing operations, and deploy data-driven solutions using modern cloud and analytics platforms.
Who should attend
Operations leaders, data engineers, supply chain analysts, planners, and IoT/automation engineers.
Why it matters
Understand interdependencies across planning, production, and logistics to reduce lead times, lower costs, and improve service levels.
Outcomes
Deliver optimization models, IoT ingestion pipelines, dashboards, and an executable digital transformation PoV.
Program Tracks — Core Modules
Track 1 — Manufacturing Fundamentals & Plant Operations
- Manufacturing value chain, BOM, routing, work centers
- Process vs discrete manufacturing and MES integration
- Quality control, OEE, SPC, and production KPIs
- Case Study: Production efficiency dashboard using IoT data
Track 2 — Supply Chain Planning & Procurement
- Demand forecasting, MRP, and reorder policies
- Supplier management, SRM, and procurement lifecycle
- Inventory optimization, safety stock, and lead-time analysis
- Case Study: Demand forecast and reorder simulation
Track 3 — Logistics, Warehousing & Distribution
- Transportation models, 3PL/4PL, and TMS fundamentals
- Warehouse operations, WMS, RFID and automation
- Route planning, modal optimization, and reverse logistics
- Case Study: Route optimization and cost reduction using OR-Tools
Track 4 — Digital Manufacturing & Industry 4.0
- IIoT architectures, OPC-UA, MQTT, and edge analytics
- Digital twins, simulation, and shop-floor telemetry
- Predictive maintenance, anomaly detection, and condition monitoring
- Case Study: Predictive maintenance pipeline on Databricks
Track 5 — Analytics, AI & Supply Chain Optimization
- Optimization algorithms: LP, MILP, heuristics & OR-Tools
- ETA prediction, demand sensing, and inventory optimization
- Supply Chain Control Tower patterns and KPI orchestration
- Case Study: Control tower design and simulation
Hands-on Labs & Projects
Lab-focused modules produce deployable artifacts, optimization notebooks, and dashboards for operational use.
Manufacturing — Production KPI Dashboard
Ingest IIoT sample telemetry, compute OEE and SPC metrics, and deliver Power BI dashboards for plant managers.
Procurement — Supplier Risk Model
Train a vendor risk scoring model using historical data and integrate into procurement workflows.
Logistics — Route Optimization
Use OR-Tools to optimize delivery routes, simulate cost & time savings, and build a deployable API for routing decisions.
Predictive Maintenance — Failure Forecasting
Build Databricks pipelines, feature stores and ML models to forecast equipment failures and schedule maintenance.
Control Tower — End-to-End PoV
Integrate inventory, orders, and transport data to build a supply chain control tower with alerts, simulations, and executive dashboards.
Capstone — MSL Transformation Plan
Produce a transformation PoV: data architecture, pilot roadmap, expected KPIs and cost-benefit analysis.
Deliverables & Certification
- Process maps and templates for ERP/MES/WMS integration
- Optimization notebooks (OR-Tools), Databricks examples, and Power BI dashboards
- KPI library (OEE, OTIF, inventory turns, lead time) and monitoring playbooks
- Capstone PoV and Yukti Certified MSL Professional badge
Pricing & Delivery Options
Self-paced
Module videos, datasets, notebooks, and labs — recommended 8–16 week timeline.
Cohort (Instructor-led)
10–12 week live cohort with mentor sessions, architecture reviews, and capstone support.
Enterprise
Private workshops, tailored pilots, and integration with ERP/MES systems.
Request Info / Enroll
Share your training goals and we'll reply with a tailored syllabus, pilot plan, and pricing for your team.